The scientific and practical problem of automatic detection of meaningful keywords and Ukrainian content categorization in Internet systems on the basis of linguistic analysis of text information is unleashed. The article presents a theoretical and experimental substantiation of linguistic analysis methods for Ukrainian content using Porter stemming. The method is directed at the automatic identification of meaningful keywords in the Ukrainian content, based on the proposed analysis components formalization – the grammatical (grapheme), morphological, syntactic, semantic, structural and referential.